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Varun Kumar

brown university

6H-index
39Paper Count
169Citation Count
Published Papers 3
Publication Date
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A digital twin for diesel engines: Operator-infused physics-informed neural networks with transfer learning for engine health monitoring
errEngineering Applications of Artificial Intelligence
IF8
err2026-02-19
err0
PREAI
errKamaljyoti Nath; Varun Kumar; Daniel J. Smith; George Em Karniadakis
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errSave
Synergistic learning with multi-task DeepONet for efficient PDE problem solving
errNEURAL NETWORKS
IF6.3
err2025-04-01
err0
PREAI
errKumar, Varun; Goswami, Somdatta; Kontolati, Katiana; Shields, Michael D.; Karniadakis, George Em
errShare
errSave
Real-time prediction of gas flow dynamics in diesel engines using a deep neural operator framework
errAPPLIED INTELLIGENCE
IF3.5
err2023-12-05
err5
PREAI
errKumar, Varun; Goswami, Somdatta; Smith, Daniel; Karniadakis, George Em
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
G
George Em Karniadakis
H-index: 130 · Papers: 1.2K
D
Daniel J. Smıth
H-index: 90 · Papers: 651
D
Daniel J. Smith
H-index: 49 · Papers: 248
M
Michael D. Shields
H-index: 46 · Papers: 269
S
Somdatta Goswami
H-index: 23 · Papers: 91
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